The vast, vast majority of my RAG work has been with unstructured data. I wanted to mix in some structured data so I took this course. Udemy course: https://www.udemy.com/course/knowledge-graphs-rag My notes: https://docs.google.com/document/d/1H09vOeLs8wYiJcSFAuZC8XxMKBXKLHxQtJYMbP8wCdc/edit?usp=sharing The course was a good refresher - I remembered more than I thought I did. I did learn of a neat tool for...
It occurred to me that I sometimes fall into the trap that many data scientists fall into: I love data and making models, but at the end of the day, we (often) make things for users. It was time to get back to that and level up my UI game. Udemy course #1: https://netrix.udemy.com/course/ai-sales-forecasting-market-analysis/ My...
The world of vectorization has changed a lot in the last 12 months so I wanted a refresher. Udemy course: https://udemy.com/course/vector-db/learn/lecture/39280376#overview My notes: https://docs.google.com/document/d/1EGY4LhKSwXBXrE2cTFz4dZ5KTiZ7d8LlyvM14NFMoqQ/edit?usp=sharing
Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task. Udemy course: https://udemy.com/course/bootcamp-generative-artificial-intelligence-and-llm-app-development My notes: https://docs.google.com/document/d/1Mei_2-EVtKvsDL4i27bPGt7_54EfSXk8iLvq-wradtQ/edit?usp=sharing
Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task. Udemy course: https://udemy.com/course/all-of-ai-chatgpt-midjourney-stable-diffusion-app-dev/ My notes: https://docs.google.com/document/d/15cA8-8qgi6N7RUIBbCB5ZohPaw1T0vN6MaZHxOSOYgw/edit?usp=sharing EDIT: The course was a nice refresher in prompt engineering, and I did learn a few really cool techniques. There was a...
While I have been working with RAG, agents and generative AI for a while, I wanted to get into the more advanced topics in this area. This is an advanced course and got great reviews, not to mention there were a few chapters that were in the areas that I would like to focus. Lets...
One of the things that I am noticing in the day job is that clients and potential clients are very interested to see if you have experience in their specific field. While each field may have its nuances when it comes to features, once you get past that machine learning is pretty common. That said,...
The previous course in this app left me longing for more, so I thought that I would take this course. I am really just looking for more experience dockerizing the apps that I am making so that I have more options other than what I am already doing. Udemy course: https://netrix.udemy.com/course/machine-learning-model-deployment-with-streamlit My Notes: https://docs.google.com/document/d/1uRrYU92LMdZkMAdNnDtf5ssWDg9ZeKGwvZzF14gU3II/edit?usp=sharing Overall,...
